Add local Rerank microservice for VideoRAGQnA #496

BaoHuiling · 2024-08-15T11:15:30Z

Description

The summary of the proposed changes as long as the relevant motivation and context.
Add support for local rerank for VideoRAGQnA with is a usecase of MMRAG. This rerank the video retrieved with local rerank algorithm. And format LVMVideoDoc for Video-Llama LVM microservice.

Issues

List the issue or RFC link this PR is working on. If there is no such link, please mark it as n/a.
The RFC is still under review. opea-project/docs#49

Type of change

List the type of change like below. Please delete options that are not relevant.

Bug fix (non-breaking change which fixes an issue)
New feature (non-breaking change which adds new functionality)
Breaking change (fix or feature that would break existing design and interface)
Others (enhancement, documentation, validation, etc.)

Dependencies

List the newly introduced 3rd party dependency if exists.
N/A

Tests

Describe the tests that you ran to verify your changes.
https://github.com/siddhivelankar23/GenAIComps/blob/huiling-rerank/tests/test_reranks_video-rag-qna.sh build, start, validate, clean the microservice

Signed-off-by: BaoHuiling <[email protected]>

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codecov · 2024-08-15T12:28:48Z

Codecov Report

All modified and coverable lines are covered by tests ✅

Files with missing lines	Coverage Δ
comps/cores/proto/docarray.py	`99.10% <100.00%> (+0.09%)`	⬆️

... and 1 file with indirect coverage changes

Signed-off-by: BaoHuiling <[email protected]>

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BaoHuiling · 2024-08-19T02:07:23Z

@lvliang-intel @XuhuiRen Please help to review the code, thanks! It's almost the DDL, we still need some time for possible changes if required.🙂

BaoHuiling · 2024-08-22T00:16:23Z

@XuhuiRen @lvliang-intel hello, I know you should be busy around this time, but could you help to review the code? We are targeting to merge this in this release. Please also mention anyone else for review if it’s needed.

Signed-off-by: BaoHuiling <[email protected]>

comps/reranks/video-rag-qna/local_reranking.py

comps/reranks/video-rag-qna/requirements.txt

Signed-off-by: BaoHuiling <[email protected]>

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comps/reranks/video-rag-qna/README.md

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XuhuiRen · 2024-08-29T07:21:01Z

From the perspectivity of functionality, i recommend to pending this PR after the PR for video embedding and PR for video retriever is merged.

BaoHuiling · 2024-08-29T13:23:16Z

@lvliang-intelv Hi Liang, we have some conflict of this PR with #575 and planned to hold this PR for now , is it possible to undo this merge? Otherwise we could issue another bug fix for it. Which would you recommend ?

lvliang-intel · 2024-08-29T13:37:53Z

@BaoHuiling,
Please raise another PR to fix it.

BaoHuiling · 2024-08-29T13:39:19Z

@BaoHuiling, Please raise another PR to fix it.

Got it, thanks!

* initial commit Signed-off-by: BaoHuiling <[email protected]> * save Signed-off-by: BaoHuiling <[email protected]> * add readme, test script, fix bug Signed-off-by: BaoHuiling <[email protected]> * update video URL Signed-off-by: BaoHuiling <[email protected]> * use default Signed-off-by: BaoHuiling <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * update core dependency Signed-off-by: BaoHuiling <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * use p 5000 Signed-off-by: BaoHuiling <[email protected]> * use 5037 Signed-off-by: BaoHuiling <[email protected]> * update ctnr name Signed-off-by: BaoHuiling <[email protected]> * remove langsmith Signed-off-by: BaoHuiling <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add rerank algo desc in readme Signed-off-by: BaoHuiling <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: BaoHuiling <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: chen, suyue <[email protected]> Signed-off-by: Dong, Bo1 <[email protected]>

* initial commit Signed-off-by: BaoHuiling <[email protected]> * save Signed-off-by: BaoHuiling <[email protected]> * add readme, test script, fix bug Signed-off-by: BaoHuiling <[email protected]> * update video URL Signed-off-by: BaoHuiling <[email protected]> * use default Signed-off-by: BaoHuiling <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * update core dependency Signed-off-by: BaoHuiling <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * use p 5000 Signed-off-by: BaoHuiling <[email protected]> * use 5037 Signed-off-by: BaoHuiling <[email protected]> * update ctnr name Signed-off-by: BaoHuiling <[email protected]> * remove langsmith Signed-off-by: BaoHuiling <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add rerank algo desc in readme Signed-off-by: BaoHuiling <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: BaoHuiling <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: chen, suyue <[email protected]>

* add rerank with neural speed Signed-off-by: Dong, Bo1 <[email protected]> * add the code Signed-off-by: Dong, Bo1 <[email protected]> * add the code Signed-off-by: Dong, Bo1 <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: Dong, Bo1 <[email protected]> * fix mismatched response format w/wo streaming guardrails (#568) * fix mismatched response format w/wo streaming guardrails * fix & debug * fix & rm debug * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: Dong, Bo1 <[email protected]> * Fix guardrails out handle logics for space linebreak and quote (#571) * fix mismatched response format w/wo streaming guardrails * fix & debug * fix & rm debug * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * debug * debug * debug * fix pre-space and linebreak * fix pre-space and linebreak * fix single/double quote * fix single/double quote * remove debug * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: Dong, Bo1 <[email protected]> * BUG FIX: LVM security fix (#572) * add url validator Signed-off-by: BaoHuiling <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add validation for video_url Signed-off-by: BaoHuiling <[email protected]> --------- Signed-off-by: BaoHuiling <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: Dong, Bo1 <[email protected]> * Modify output messages. (#569) * Reduced output. Signed-off-by: zepan <[email protected]> * Output the location where the modified Dockerfile file is referenced. Signed-off-by: zepan <[email protected]> * for test Signed-off-by: zepan <[email protected]> * Restore test file. Signed-off-by: zepan <[email protected]> --------- Signed-off-by: zepan <[email protected]> Signed-off-by: Dong, Bo1 <[email protected]> * refine logging code. (#559) * add ut and refine logging code. * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * update microservice port. --------- Co-authored-by: root <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: Dong, Bo1 <[email protected]> * adding lancedb to langchain vectorstores (#291) * adding lancedb to langchain vectorstores Signed-off-by: sharanshirodkar7 <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: sharanshirodkar7 <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: lvliang-intel <[email protected]> Signed-off-by: Dong, Bo1 <[email protected]> * Refine Dataprep Milvus MS (#570) Signed-off-by: letonghan <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: Dong, Bo1 <[email protected]> * final version Signed-off-by: Dong, Bo1 <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: Dong, Bo1 <[email protected]> * update the readme Signed-off-by: Dong, Bo1 <[email protected]> * add the sign Signed-off-by: Dong, Bo1 <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: Dong, Bo1 <[email protected]> * fix error for pre ci Signed-off-by: Dong, Bo1 <[email protected]> * add the ut Signed-off-by: Dong, Bo1 <[email protected]> * update docker file Signed-off-by: Dong, Bo1 <[email protected]> * update CI test log achieve (#577) Signed-off-by: chensuyue <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: Dong, Bo1 <[email protected]> * Multimodal dataprep (#575) * multimodal embedding for MM RAG for videos Signed-off-by: Tiep Le <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * develop data prep first commit Signed-off-by: Tiep Le <[email protected]> * develop dataprep microservice for multimodal data Signed-off-by: Tiep Le <[email protected]> * multimodal langchain for dataprep Signed-off-by: Tiep Le <[email protected]> * update README Signed-off-by: Tiep Le <[email protected]> * update README Signed-off-by: Tiep Le <[email protected]> * update README Signed-off-by: Tiep Le <[email protected]> * update README Signed-off-by: Tiep Le <[email protected]> * cosmetic Signed-off-by: Tiep Le <[email protected]> * test for multimodal dataprep Signed-off-by: Tiep Le <[email protected]> * update test Signed-off-by: Tiep Le <[email protected]> * update test Signed-off-by: Tiep Le <[email protected]> * update test Signed-off-by: Tiep Le <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * cosmetic update Signed-off-by: Tiep Le <[email protected]> * remove langsmith Signed-off-by: Tiep Le <[email protected]> * update API to remove /dataprep from API names and remove langsmith Signed-off-by: Tiep Le <[email protected]> * update test Signed-off-by: Tiep Le <[email protected]> * update the error message per PR reviewer Signed-off-by: Tiep Le <[email protected]> --------- Signed-off-by: Tiep Le <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: Dong, Bo1 <[email protected]> * add: Pathway vector store and retriever as LangChain component (#342) * nb Signed-off-by: Berke <[email protected]> * init changes Signed-off-by: Berke <[email protected]> * docker Signed-off-by: Berke <[email protected]> * example data Signed-off-by: Berke <[email protected]> * docs(readme): update, add commands Signed-off-by: Berke <[email protected]> * fix: formatting, data sources Signed-off-by: Berke <[email protected]> * docs(readme): update instructions, add comments Signed-off-by: Berke <[email protected]> * fix: rm unused parts Signed-off-by: Berke <[email protected]> * fix: image name, compose env vars Signed-off-by: Berke <[email protected]> * fix: rm unused part Signed-off-by: Berke <[email protected]> * fix: logging name Signed-off-by: Berke <[email protected]> * fix: env var Signed-off-by: Berke <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: Berke <[email protected]> * fix: rename pw docker Signed-off-by: Berke <[email protected]> * docs(readme): update input sources Signed-off-by: Berke <[email protected]> * nb Signed-off-by: Berke <[email protected]> * init changes Signed-off-by: Berke <[email protected]> * fix: formatting, data sources Signed-off-by: Berke <[email protected]> * docs(readme): update instructions, add comments Signed-off-by: Berke <[email protected]> * fix: rm unused part Signed-off-by: Berke <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: Berke <[email protected]> * fix: rename pw docker Signed-off-by: Berke <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: Berke <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * feat: mv vector store, naming, clarify instructions, improve ingestion components Signed-off-by: Berke <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * tests: add pw retriever test fix: update docker to include libmagic Signed-off-by: Berke <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * implement suggestions from review, entrypoint, reqs, comments, https_proxy. Signed-off-by: Berke <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix: update docker tags in test and readme Signed-off-by: Berke <[email protected]> * tests: add separate pathway vectorstore test Signed-off-by: Berke <[email protected]> --------- Signed-off-by: Berke <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Sihan Chen <[email protected]> Signed-off-by: Dong, Bo1 <[email protected]> * Add local Rerank microservice for VideoRAGQnA (#496) * initial commit Signed-off-by: BaoHuiling <[email protected]> * save Signed-off-by: BaoHuiling <[email protected]> * add readme, test script, fix bug Signed-off-by: BaoHuiling <[email protected]> * update video URL Signed-off-by: BaoHuiling <[email protected]> * use default Signed-off-by: BaoHuiling <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * update core dependency Signed-off-by: BaoHuiling <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * use p 5000 Signed-off-by: BaoHuiling <[email protected]> * use 5037 Signed-off-by: BaoHuiling <[email protected]> * update ctnr name Signed-off-by: BaoHuiling <[email protected]> * remove langsmith Signed-off-by: BaoHuiling <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * add rerank algo desc in readme Signed-off-by: BaoHuiling <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Signed-off-by: BaoHuiling <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: chen, suyue <[email protected]> Signed-off-by: Dong, Bo1 <[email protected]> * Add Scan Container. (#560) Signed-off-by: zepan <[email protected]> Signed-off-by: Dong, Bo1 <[email protected]> * fix SearchedMultimodalDoc in docarray (#583) Signed-off-by: BaoHuiling <[email protected]> Signed-off-by: Dong, Bo1 <[email protected]> * update image build yaml (#529) Signed-off-by: chensuyue <[email protected]> Signed-off-by: zepan <[email protected]> Signed-off-by: Dong, Bo1 <[email protected]> * add microservice for intent detection (#131) * add microservice for intent detection Signed-off-by: Liangyx2 <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * update license copyright Signed-off-by: Liangyx2 <[email protected]> * add ut Signed-off-by: Liangyx2 <[email protected]> * refine Signed-off-by: Liangyx2 <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * update folder Signed-off-by: Liangyx2 <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix test Signed-off-by: Liangyx2 <[email protected]> --------- Signed-off-by: Liangyx2 <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: Dong, Bo1 <[email protected]> * Make the scanning method optional. (#580) Signed-off-by: zepan <[email protected]> Signed-off-by: Dong, Bo1 <[email protected]> * add code owners (#586) Signed-off-by: Dong, Bo1 <[email protected]> * remove revision for tei (#584) Signed-off-by: letonghan <[email protected]> Signed-off-by: Dong, Bo1 <[email protected]> * Bug fix (#591) * Check if the document exists. Signed-off-by: zepan <[email protected]> * Add flag output. Signed-off-by: zepan <[email protected]> * Modify nginx readme. Signed-off-by: zepan <[email protected]> * Modify document detection logic Signed-off-by: zepan <[email protected]> --------- Signed-off-by: zepan <[email protected]> Signed-off-by: Dong, Bo1 <[email protected]> * fix ut issue Signed-off-by: Dong, Bo1 <[email protected]> * merge the main Signed-off-by: Dong, Bo1 <[email protected]> * align with new pipeline Signed-off-by: Dong, Bo1 <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * align with newest pipeline Signed-off-by: Dong, Bo1 <[email protected]> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * upload code Signed-off-by: Dong, Bo1 <[email protected]> * update the ut Signed-off-by: Dong, Bo1 <[email protected]> * add docker path Signed-off-by: Dong, Bo1 <[email protected]> * add the docker path Signed-off-by: Dong, Bo1 <[email protected]> --------- Signed-off-by: Dong, Bo1 <[email protected]> Signed-off-by: BaoHuiling <[email protected]> Signed-off-by: zepan <[email protected]> Signed-off-by: sharanshirodkar7 <[email protected]> Signed-off-by: letonghan <[email protected]> Signed-off-by: chensuyue <[email protected]> Signed-off-by: Tiep Le <[email protected]> Signed-off-by: Berke <[email protected]> Signed-off-by: Liangyx2 <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Sihan Chen <[email protected]> Co-authored-by: Huiling Bao <[email protected]> Co-authored-by: ZePan110 <[email protected]> Co-authored-by: lkk <[email protected]> Co-authored-by: root <[email protected]> Co-authored-by: Sharan Shirodkar <[email protected]> Co-authored-by: lvliang-intel <[email protected]> Co-authored-by: Letong Han <[email protected]> Co-authored-by: chen, suyue <[email protected]> Co-authored-by: Tiep Le <[email protected]> Co-authored-by: berkecanrizai <[email protected]> Co-authored-by: Liangyx2 <[email protected]> Co-authored-by: kevinintel <[email protected]>

BaoHuiling requested review from XuhuiRen and lvliang-intel as code owners August 15, 2024 11:15

BaoHuiling and others added 6 commits August 15, 2024 19:21

initial commit

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save

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add readme, test script, fix bug

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update video URL

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use default

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BaoHuiling and others added 2 commits August 16, 2024 11:32

update core dependency

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Merge branch 'main' into rerank

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chensuyue added this to the v0.9 milestone Aug 17, 2024

BaoHuiling added 3 commits August 22, 2024 08:31

Merge branch 'main' into rerank

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use p 5000

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Merge branch 'main' into rerank

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chensuyue modified the milestones: v0.9, v1.0 Aug 27, 2024

BaoHuiling added 2 commits August 28, 2024 16:45

use 5037

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update ctnr name

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lvliang-intel reviewed Aug 28, 2024

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BaoHuiling and others added 3 commits August 29, 2024 09:39

remove langsmith

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BaoHuiling and others added 2 commits August 29, 2024 14:13

add rerank algo desc in readme

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BaoHuiling mentioned this pull request Aug 29, 2024

Multimodal dataprep #575

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lvliang-intel merged commit 5fb4a38 into opea-project:main Aug 29, 2024
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BaoHuiling mentioned this pull request Aug 30, 2024

BUGFIX: fix SearchedMultimodalDoc in docarray #583

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BaoHuiling mentioned this pull request Sep 3, 2024

Bugfix for PR 496 to add format_video_name function #602

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Add local Rerank microservice for VideoRAGQnA #496

Add local Rerank microservice for VideoRAGQnA #496

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Add local Rerank microservice for VideoRAGQnA #496

Add local Rerank microservice for VideoRAGQnA #496

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BaoHuiling commented Aug 15, 2024

Description

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